Introduction to the RevoScaleR package that ships with Revolution R Enterprise. We discuss the challenges associated with dealing with Big Data and how the functions and algorithms in RevoScaleR address them.

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2

Data Exploration

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Intro to the RevoScaleR functions used to explore large datasets. Learn how to use these functions to summarize, cross-tabulate, and visualize variables in large datasets.

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3

Data Manipulation

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Get introduced to the RevoScaleR functions used to manipulate and transform large datasets. Perform simple and complex transformations, and experiment with these via interactive exercises.

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4

Data Analysis

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Learn about the RevoScaleR functions used to analyze large datasets. Use these functions to perform analyses such as linear and logistic regression, k-means clustering, and decision tree estimation.